NAICS 3112 · Sub-Industry Deep-Dive · Manufacturing

Flour Milling — AI Adoption Analysis

Aggregate AI adoption statistics for companies in the Flour Milling sub-industry, computed from Meo Advisors' dataset of US-scored firms.

56 companies

55.7 avg score

23 states

47 cities

$27.0M median savings

3,000 median employees

AI Adoption Score Distribution · 56 companies scored

0

Grade A

80 – 100

1

Grade B

72 – 79

9

Grade C

64 – 71

46

Grade D

< 64

Scores reflect operational readiness for AI agent deployment across scheduling, intake, billing, and customer communication workflows.

Top Flour Milling companies by AI adoption score

#1quaker oatsminneapolis, MinnesotaB75/100 #2general millsminneapolis, MinnesotaC68/100 #3kellogg companybattle creek, MichiganC68/100 #4bungechesterfield, MissouriC65/100 #5bunge north americachesterfield, MissouriC65/100 #6grain processing corporationmuscatine, IowaC65/100 #7ingredion incorporatedwestchester, IllinoisC65/100 #8kent worldwidemuscatine, IowaC65/100 #9post holdingsst. louis, MissouriC65/100 #10primientschaumburg, IllinoisC65/100 #11columbia grain internationalportland, OregonD62/100 #12elan nutritionD62/100 #13great western maltingvancouver, WashingtonD62/100 #14incobrasa industries ltdgilman, IllinoisD62/100 #15lundberg family farmsrichvale, CaliforniaD62/100 #16purefield ingredientsrussell, KansasD62/100 #17sage v foodsboulder, ColoradoD62/100 #18the golden millgolden, ColoradoD62/100 #19ardent millsdenver, ColoradoD60/100 #20bay state milling companyweymouth, MassachusettsD60/100 #21chelsea milling companychelsea, MichiganD60/100 #22fibersoldecatur, IllinoisD60/100 #23post consumer brandslakeville, MinnesotaD60/100 #24productos de maiz s.a.D60/100 #25wk kellogg cobattle creek, MichiganD60/100 #26zeeland farm services, inc.zeeland, MichiganD60/100 #27ag processing incomaha, NebraskaD58/100 #28muntons usalombard, IllinoisD58/100 #29organic millingD58/100 #30FarmersriceSacramento, CaliforniaD57/100 #31king arthur baking companynorwich, VermontD55/100 #32the mennel milling companyfostoria, OhioD55/100 #33weetabix north america / barbara's bakery inc.marlborough, MassachusettsD55/100 #34briess malt & ingredients co.chilton, WisconsinD52/100 #35didioncambria, WisconsinD52/100 #36ArroceraSanFrancisSan Marcos, TexasD50/100 #37Bob's Red MillMilwaukie, OregonD50/100 #38Calbee North AmericaBoardman, OregonD50/100 #39grain craftchattanooga, TennesseeD50/100 #40Minn-Dak Farmers CooperativeWahpeton, North DakotaD50/100 #41shawnee milling companyshawnee, OklahomaD50/100 #42star of the west milling companyfrankenmuth, MichiganD48/100 #43western millinggoshen, CaliforniaD48/100 #44grain millers, inc.eden prairie, MinnesotaD45/100 #45King Arthur FlourHartford, VermontD45/100 #46Lentz MillingReading, PennsylvaniaD45/100 #47Natural OilsLos Alamitos, CaliforniaD45/100 #48paterson grain, llcbottineau, North DakotaD45/100 #49producers rice mill incstuttgart, ArkansasD45/100 #50RiceBran TechnologiesScottsdale, ArizonaD45/100 #51riceland foods, inc.stuttgart, ArkansasD45/100 #52skyland grain, llcsatanta, KansasD45/100 #53Turf Care SupplyHolton Township, MichiganD45/100 #54united maltvancouver, WashingtonD45/100 #55kelley bean companyscottsbluff, NebraskaD42/100 #56pendleton flour mills, llcchattanooga, TennesseeD42/100

Sibling sub-industries under Manufacturing

All Other Miscellaneous Food Manufacturing

Women's, Girls', and Infants' Cut and Sew Apparel Manufacturing

Soft Drink Manufacturing

Meat Processed from Carcasses

Frozen Specialty Food Manufacturing

Commercial Bakeries

Fluid Milk Manufacturing

Apparel Accessories and Other Apparel Manufacturing

Curtain and Linen Mills

Broadwoven Fabric Mills

Dog and Cat Food Manufacturing

Chocolate and Confectionery Manufacturing from Cacao Beans

Top cities for Flour Milling

3 companies · avg 60

minneapolis, Minnesota

2 companies · avg 71.5

chesterfield, Missouri

2 companies · avg 65

muscatine, Iowa

2 companies · avg 65

battle creek, Michigan

2 companies · avg 64

Methodology

Scores are computed using Meo Advisors' proprietary AI adoption model evaluating public digital signals (job postings, tech stack, content, and product velocity). NAICS assignment is based on primary industry classification from the company's public filings and directory entries.

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